numpy<2.2,>=1.26
pandas<3.0,>=2.2
scikit-learn<2.0,>=1.3
matplotlib<4.0,>=3.8
seaborn<0.14,>=0.12
xgboost<4.0,>=1.7
lightgbm<5.0,>=4.4
catboost<2.0,>=1.1
